Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
GPTKB entity
Statements (19)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic_journal
|
| gptkbp:application |
information retrieval
clustering question answering semantic textual similarity |
| gptkbp:author |
gptkb:Nils_Reimers
gptkb:Iryna_Gurevych |
| gptkbp:citation |
high (over 5000 as of 2024)
|
| gptkbp:contribution |
modifies BERT for sentence embeddings
proposes Sentence-BERT (SBERT) uses Siamese and triplet network structures |
| https://www.w3.org/2000/01/rdf-schema#label |
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
|
| gptkbp:language |
English
|
| gptkbp:openSource |
https://github.com/UKPLab/sentence-transformers
|
| gptkbp:publicationYear |
2019
|
| gptkbp:publishedIn |
gptkb:EMNLP_2019
|
| gptkbp:url |
https://arxiv.org/abs/1908.10084
|
| gptkbp:bfsParent |
gptkb:Nils_Reimers
|
| gptkbp:bfsLayer |
7
|